Center for Research Computing, University of Notre Dame
2024-02-02
Motivating Use Case
KG Driven Architecture
TAMMS Agent Architecture
SME Agent “Ecosystem”
Agents based on LLM Cognitive Architecture
Curator Agents – Curation Workflow
Subject Matter Expert Agents
Knowledge Graphs
Some form of Knowledge Engineering and Ontology
Greg Kamradt, 2024, “The 5 Levels Of Text Splitting For Retrieval”
Gartner Data Architecture
De Berardinis, Jacopo, Valentina Anita Carriero, Nitisha Jain, Nicolas Lazzari, Albert Meroño-Peñuela, Andrea Poltronieri, and Valentina Presutti. 2023. “The Polifonia Ontology Network: Building a Semantic Backbone for Musical Heritage.” In The Semantic Web – ISWC 2023, edited by Terry R. Payne, Valentina Presutti, Guilin Qi, María Poveda-Villalón, Giorgos Stoilos, Laura Hollink, Zoi Kaoudi, Gong Cheng, and Juanzi Li, 14266:302–22. Lecture Notes in Computer Science. Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-47243-5_17.
IDEA: Infer, DEsign, creAte:https://github.com/polifonia-project/idea
LangChain Integration: https://python.langchain.com/docs/integrations/providers/dspy